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Vertex Training Pipeline - "Train New Version" vs "Incremental Training"?

Hello!

I currently have a Vertex AI Model trained on 75,000 images and a few hundred hours of training. 

I am looking to train the model on new images while keeping its old memory, however the last time I trained it was more than 6 months ago, (not allowing me to incrementally train it).

If I select "Train New Version" (Trains model as a version of an existing model) in the model details of pipeline training; will it retain my old models memory and accuracy? I don't want to lose all of these hours of training on all of these images all because I lapsed 6 months. 

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